For example, while Netflix's early algorithms were advanced, its infrastructure couldn’t handle large-scale processing, creating a poor recommendation experience. To address that, Netflix invested in more scalable cloud-based infrastructure to process large volumes of data and deliver accurate recommendations to millions of subscribers—significantly enhancing the user experience and helping maintain a high retention rate compared to competitors.